Overview

Dataset info

Number of variables54
Number of observations3068
Missing cells48700 (29.4%)
Duplicate rows0 (0.0%)
Total size in memory1.3 MiB
Average record size in memory432.0 B

Variables types

Numeric31
Categorical19
Boolean2
Date0
URL0
Text (Unique)1
Rejected1
Unsupported0

Warnings

count_inv_prec_tumour has 45 (1.5%) missing values Missing
count_situ_prec_tumour has 45 (1.5%) missing values Missing
cutaneous_biopsy_associated_nevus has 1224 (39.9%) missing values Missing
cutaneous_biopsy_histological_subtype has 50 (1.6%) missing values Missing
cutaneous_biopsy_lymphatic_invasion has 764 (24.9%) missing values Missing
cutaneous_biopsy_mitotic_index has 1304 (42.5%) zeros Zeros
cutaneous_biopsy_mitotic_index has 556 (18.1%) missing values Missing
cutaneous_biopsy_neurotropism has 603 (19.7%) missing values Missing
cutaneous_biopsy_predominant_cell_type has 1233 (40.2%) missing values Missing
cutaneous_biopsy_regression has 1243 (40.5%) missing values Missing
cutaneous_biopsy_satellitosis has 691 (22.5%) missing values Missing
cutaneous_biopsy_ulceration has 176 (5.7%) missing values Missing
cutaneous_biopsy_vascular_invasion has 843 (27.5%) missing values Missing
LAB1300 has 1094 (35.7%) missing values Missing
LAB1301 has 1094 (35.7%) missing values Missing
LAB1307 has 1090 (35.5%) missing values Missing
LAB1309 is highly skewed (γ1 = 36.32948988) Skewed
LAB1309 has 1094 (35.7%) missing values Missing
LAB1311 has 1094 (35.7%) missing values Missing
LAB1313 has 72 (2.3%) zeros Zeros
LAB1313 has 1094 (35.7%) missing values Missing
LAB1314 has 1093 (35.6%) missing values Missing
LAB1316 is highly correlated with LAB1309 (ρ = 0.9176046932) Rejected
LAB2404 has 1137 (37.1%) missing values Missing
LAB2405 has 1136 (37.0%) missing values Missing
LAB2406 is highly skewed (γ1 = 21.07839724) Skewed
LAB2406 has 1292 (42.1%) missing values Missing
LAB2407 has 1158 (37.7%) missing values Missing
LAB2419 has 1187 (38.7%) missing values Missing
LAB2422 has 1094 (35.7%) missing values Missing
LAB2467 has 1093 (35.6%) missing values Missing
LAB2469 has 1144 (37.3%) missing values Missing
LAB2476 has 1149 (37.5%) missing values Missing
LAB2498 has 1152 (37.5%) missing values Missing
LAB2544 has 1299 (42.3%) missing values Missing
LAB2679 is highly skewed (γ1 = 20.84100019) Skewed
LAB2679 has 42 (1.4%) zeros Zeros
LAB2679 has 1270 (41.4%) missing values Missing
LAB4176 has 1391 (45.3%) missing values Missing
LABGF_filtrat_glomerular has 1367 (44.6%) missing values Missing
limfocits_per_monocits is highly skewed (γ1 = 24.11121324) Skewed
limfocits_per_monocits has 1094 (35.7%) missing values Missing
MC1R has 1549 (50.5%) missing values Missing
months_survival has 920 (30.0%) missing values Missing
neutrofils_per_limfocits has 1094 (35.7%) missing values Missing
patient_eye_color has 497 (16.2%) missing values Missing
patient_hair_color has 500 (16.3%) missing values Missing
patient_phototype has 427 (13.9%) missing values Missing
primary_tumour_location_coded has 141 (4.6%) missing values Missing
scenario has 127 (4.1%) missing values Missing
slnb_ldn_location_total has 2566 (83.6%) missing values Missing
specific_death has 920 (30.0%) missing values Missing
T0_date only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
T0_date has a high cardinality: 2196 distinct values Warning
total_count_slnb_ldn has 1378 (44.9%) missing values Missing
total_positives_slnb_ldn has 1187 (38.7%) zeros Zeros
total_positives_slnb_ldn has 1378 (44.9%) missing values Missing
visceral_metastasis_location has 3024 (98.6%) missing values Missing

Variables

age
Numeric

Distinct count2923
Unique (%)95.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean54.23145406
Minimum6.920765027
Maximum97.59726027
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum6.920765027
5-th percentile26.7090411
Q140.22191781
Median54.45690171
Q367.79246575
95-th percentile81.9230137
Maximum97.59726027
Range90.67649525
Interquartile range27.57054795

Descriptive statistics

Standard deviation17.28030214
Coef of variation0.3186398454
Kurtosis-0.8344792894
Mean54.23145406
MAD14.56057982
Skewness-0.003320613978
Sum166382.1011
Variance298.6088419
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 6.92076503 12.9 21.84657534 28.45827158 34.14912419 69.45479452 79.48630137 83.86202186 91.40786736 97.59726027], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
50.77260274 3 0.1%
 
65.4630137 3 0.1%
 
42.73150685 3 0.1%
 
37.6630137 3 0.1%
 
55.21369863 3 0.1%
 
38.87123288 3 0.1%
 
67.45205479 3 0.1%
 
63.36712329 2 0.1%
 
43.75342466 2 0.1%
 
45.08219178 2 0.1%
 
Other values (2913) 3041 99.1%
 

Minimum 5 values

ValueCountFrequency (%) 
6.920765027 1 < 0.1%
 
10.68219178 1 < 0.1%
 
11.07671233 1 < 0.1%
 
12.82191781 1 < 0.1%
 
12.97808219 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
97.59726027 1 < 0.1%
 
94.77260274 1 < 0.1%
 
94.42896175 1 < 0.1%
 
94.07945205 1 < 0.1%
 
93.4739726 1 < 0.1%
 

count_inv_prec_tumour
Categorical

Distinct count5
Unique (%)0.2%
Missing (%)1.5%
Missing (n)45
0
2954
1
 
59
2
 
9
(Missing)
 
45
ValueCountFrequency (%) 
0 2954 96.3%
 
1 59 1.9%
 
2 9 0.3%
 
4 1 < 0.1%
 
(Missing) 45 1.5%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

count_situ_prec_tumour
Categorical

Distinct count5
Unique (%)0.2%
Missing (%)1.5%
Missing (n)45
0
2960
1
 
56
2
 
5
(Missing)
 
45
ValueCountFrequency (%) 
0 2960 96.5%
 
1 56 1.8%
 
2 5 0.2%
 
3 2 0.1%
 
(Missing) 45 1.5%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

cutaneous_biopsy_associated_nevus
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)39.9%
Missing (n)1224
absent
1402
present
442
(Missing)
1224
ValueCountFrequency (%) 
absent 1402 45.7%
 
present 442 14.4%
 
(Missing) 1224 39.9%
 
Max length7
Mean length4.947196871
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

cutaneous_biopsy_breslow
Numeric

Distinct count301
Unique (%)9.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.26476206
Minimum0.05
Maximum60
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.05
5-th percentile0.4
Q10.7
Median1.2
Q32.5
95-th percentile7.065
Maximum60
Range59.95
Interquartile range1.8

Descriptive statistics

Standard deviation3.24734537
Coef of variation1.433857193
Kurtosis74.39748404
Mean2.26476206
MAD1.842199578
Skewness6.285841804
Sum6948.29
Variance10.54525195
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[5.00e-02 1.95e-01 2.95e-01 3.05e-01 3.45e-01 ... 9.06e+00 9.95e+00 1.01e+01 2.10e+01 6.00e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.6 166 5.4%
 
0.5 159 5.2%
 
0.8 129 4.2%
 
1.1 127 4.1%
 
0.4 123 4.0%
 
0.7 114 3.7%
 
0.9 109 3.6%
 
1 103 3.4%
 
1.3 84 2.7%
 
1.2 81 2.6%
 
Other values (291) 1873 61.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0.05 1 < 0.1%
 
0.1 1 < 0.1%
 
0.15 3 0.1%
 
0.18 1 < 0.1%
 
0.19 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
60 1 < 0.1%
 
58 1 < 0.1%
 
30 3 0.1%
 
27 3 0.1%
 
25 1 < 0.1%
 

cutaneous_biopsy_histological_subtype
Categorical

Distinct count10
Unique (%)0.3%
Missing (%)1.6%
Missing (n)50
superficial_spreading
1977
nodular
469
acral_lentiginous
 
167
Other values (6)
405
ValueCountFrequency (%) 
superficial_spreading 1977 64.4%
 
nodular 469 15.3%
 
acral_lentiginous 167 5.4%
 
other 166 5.4%
 
lentiginous_malignant 161 5.2%
 
spitzoid 24 0.8%
 
desmoplastic 22 0.7%
 
mucosal 17 0.6%
 
nevoid 15 0.5%
 
(Missing) 50 1.6%
 
Max length21
Mean length17.16590613
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

cutaneous_biopsy_lymphatic_invasion
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)24.9%
Missing (n)764
absent
2217
present
 
87
(Missing)
764
ValueCountFrequency (%) 
absent 2217 72.3%
 
present 87 2.8%
 
(Missing) 764 24.9%
 
Max length7
Mean length5.281290743
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

cutaneous_biopsy_mitotic_index
Numeric

Distinct count43
Unique (%)1.4%
Missing (%)18.1%
Missing (n)556
Infinite (%)0.0%
Infinite (n)0
Mean2.356090764
Minimum0
Maximum80
Zeros (%)42.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q33
95-th percentile12
Maximum80
Range80
Interquartile range3

Descriptive statistics

Standard deviation4.762318359
Coef of variation2.021279668
Kurtosis40.2092707
Mean2.356090764
MAD2.954248556
Skewness4.565065958
Sum5918.5
Variance22.67967615
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=43)
ValueCountFrequency (%) 
0 1304 42.5%
 
1 205 6.7%
 
2 185 6.0%
 
0.5 152 5.0%
 
4 131 4.3%
 
3 110 3.6%
 
8 82 2.7%
 
5 64 2.1%
 
6 57 1.9%
 
12 39 1.3%
 
Other values (32) 183 6.0%
 
(Missing) 556 18.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1304 42.5%
 
0.1 1 < 0.1%
 
0.4 3 0.1%
 
0.5 152 5.0%
 
0.9 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
80 1 < 0.1%
 
46 1 < 0.1%
 
40 1 < 0.1%
 
39 1 < 0.1%
 
37 1 < 0.1%
 

cutaneous_biopsy_neurotropism
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)19.7%
Missing (n)603
absent
2384
present
 
81
(Missing)
603
ValueCountFrequency (%) 
absent 2384 77.7%
 
present 81 2.6%
 
(Missing) 603 19.7%
 
Max length7
Mean length5.436766623
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

cutaneous_biopsy_predominant_cell_type
Categorical

Distinct count8
Unique (%)0.3%
Missing (%)40.2%
Missing (n)1233
epitheloid
1403
fusocellular
 
197
sarcomatoid
 
124
Other values (4)
 
111
(Missing)
1233
ValueCountFrequency (%) 
epitheloid 1403 45.7%
 
fusocellular 197 6.4%
 
sarcomatoid 124 4.0%
 
small_cell 46 1.5%
 
other 34 1.1%
 
pleomorphic 29 0.9%
 
spindle 2 0.1%
 
(Missing) 1233 40.2%
 
Max length12
Mean length7.307692308
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

cutaneous_biopsy_regression
Categorical

Distinct count4
Unique (%)0.1%
Missing (%)40.5%
Missing (n)1243
absent
976
partial
592
extensive
257
(Missing)
1243
ValueCountFrequency (%) 
absent 976 31.8%
 
partial 592 19.3%
 
extensive 257 8.4%
 
(Missing) 1243 40.5%
 
Max length9
Mean length5.228813559
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

cutaneous_biopsy_satellitosis
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)22.5%
Missing (n)691
absent
2318
present
 
59
(Missing)
691
ValueCountFrequency (%) 
absent 2318 75.6%
 
present 59 1.9%
 
(Missing) 691 22.5%
 
Max length7
Mean length5.343546284
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

cutaneous_biopsy_ulceration
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)5.7%
Missing (n)176
absent
2214
present
678
(Missing)
 
176
ValueCountFrequency (%) 
absent 2214 72.2%
 
present 678 22.1%
 
(Missing) 176 5.7%
 
Max length7
Mean length6.048891786
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

cutaneous_biopsy_vascular_invasion
Categorical

Distinct count3
Unique (%)0.1%
Missing (%)27.5%
Missing (n)843
absent
2162
present
 
63
(Missing)
843
ValueCountFrequency (%) 
absent 2162 70.5%
 
present 63 2.1%
 
(Missing) 843 27.5%
 
Max length7
Mean length5.196219035
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

df_index
Numeric

Distinct count2148
Unique (%)70.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean889.3800522
Minimum0
Maximum2147
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile76.35
Q1383
Median766.5
Q31380.25
95-th percentile1993.65
Maximum2147
Range2147
Interquartile range997.25

Descriptive statistics

Standard deviation607.9598812
Coef of variation0.6835771498
Kurtosis-0.9616026594
Mean889.3800522
MAD516.2232678
Skewness0.4541976685
Sum2728618
Variance369615.2171
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 919.5 2147. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2 0.1%
 
605 2 0.1%
 
661 2 0.1%
 
659 2 0.1%
 
657 2 0.1%
 
655 2 0.1%
 
653 2 0.1%
 
651 2 0.1%
 
649 2 0.1%
 
647 2 0.1%
 
Other values (2138) 3048 99.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2 0.1%
 
1 2 0.1%
 
2 2 0.1%
 
3 2 0.1%
 
4 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2147 1 < 0.1%
 
2146 1 < 0.1%
 
2145 1 < 0.1%
 
2144 1 < 0.1%
 
2143 1 < 0.1%
 

ID
Categorical, Unique

First 5 values
ID1003
ID1004
ID1005
ID1006
ID1008
Last 5 values
ID9889
ID992
ID993
ID996
ID999

First 5 values

ValueCountFrequency (%) 
ID1003 1 < 0.1%
 
ID1004 1 < 0.1%
 
ID1005 1 < 0.1%
 
ID1006 1 < 0.1%
 
ID1008 1 < 0.1%
 

Last 5 values

ValueCountFrequency (%) 
ID999 1 < 0.1%
 
ID996 1 < 0.1%
 
ID993 1 < 0.1%
 
ID992 1 < 0.1%
 
ID9889 1 < 0.1%
 

LAB1300
Numeric

Distinct count549
Unique (%)17.9%
Missing (%)35.7%
Missing (n)1094
Infinite (%)0.0%
Infinite (n)0
Mean7.314447822
Minimum1.8
Maximum123.9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1.8
5-th percentile4.5965
Q15.8325
Median6.9
Q38.2
95-th percentile11.1
Maximum123.9
Range122.1
Interquartile range2.3675

Descriptive statistics

Standard deviation3.498325466
Coef of variation0.4782760848
Kurtosis635.1758689
Mean7.314447822
MAD1.645198215
Skewness19.95112306
Sum14438.72
Variance12.23828107
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
5.8 35 1.1%
 
6.6 34 1.1%
 
6.8 34 1.1%
 
6.7 33 1.1%
 
7.2 32 1.0%
 
5.9 32 1.0%
 
7.1 31 1.0%
 
7.3 31 1.0%
 
5.6 30 1.0%
 
6.5 29 0.9%
 
Other values (538) 1653 53.9%
 
(Missing) 1094 35.7%
 

Minimum 5 values

ValueCountFrequency (%) 
1.8 1 < 0.1%
 
1.94 1 < 0.1%
 
2.5 1 < 0.1%
 
2.55 1 < 0.1%
 
2.62 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
123.9 1 < 0.1%
 
48.1 1 < 0.1%
 
27.9 1 < 0.1%
 
27.5 1 < 0.1%
 
17.79 1 < 0.1%
 

LAB1301
Numeric

Distinct count322
Unique (%)10.5%
Missing (%)35.7%
Missing (n)1094
Infinite (%)0.0%
Infinite (n)0
Mean249.748227
Minimum10
Maximum722
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum10
5-th percentile156
Q1205
Median244
Q3289
95-th percentile362
Maximum722
Range712
Interquartile range84

Descriptive statistics

Standard deviation65.14144565
Coef of variation0.2608284609
Kurtosis2.52678728
Mean249.748227
MAD50.25770118
Skewness0.6315115538
Sum493003
Variance4243.407942
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
246 22 0.7%
 
239 22 0.7%
 
229 19 0.6%
 
270 19 0.6%
 
224 18 0.6%
 
262 17 0.6%
 
256 17 0.6%
 
205 17 0.6%
 
240 17 0.6%
 
231 16 0.5%
 
Other values (311) 1790 58.3%
 
(Missing) 1094 35.7%
 

Minimum 5 values

ValueCountFrequency (%) 
10 1 < 0.1%
 
19 1 < 0.1%
 
37 1 < 0.1%
 
52 1 < 0.1%
 
54 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
722 1 < 0.1%
 
651 1 < 0.1%
 
546 1 < 0.1%
 
508 1 < 0.1%
 
491 1 < 0.1%
 

LAB1307
Numeric

Distinct count120
Unique (%)3.9%
Missing (%)35.5%
Missing (n)1090
Infinite (%)0.0%
Infinite (n)0
Mean4.468255814
Minimum0.14
Maximum44.2
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.14
5-th percentile2.4
Q13.3
Median4.2
Q35.2
95-th percentile7.5
Maximum44.2
Range44.06
Interquartile range1.9

Descriptive statistics

Standard deviation1.8982984
Coef of variation0.4248410294
Kurtosis105.7354803
Mean4.468255814
MAD1.23612458
Skewness6.099195524
Sum8838.21
Variance3.603536815
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
4.4 72 2.3%
 
4.2 66 2.2%
 
4.6 61 2.0%
 
3.6 60 2.0%
 
3.9 59 1.9%
 
4.1 59 1.9%
 
4 58 1.9%
 
3.8 58 1.9%
 
3.3 57 1.9%
 
4.3 55 1.8%
 
Other values (109) 1373 44.8%
 
(Missing) 1090 35.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0.14 1 < 0.1%
 
0.6 1 < 0.1%
 
0.8 2 0.1%
 
0.82 1 < 0.1%
 
1.3 3 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
44.2 1 < 0.1%
 
26 1 < 0.1%
 
14.1 1 < 0.1%
 
13.04 1 < 0.1%
 
11.9 1 < 0.1%
 

LAB1309
Numeric

Distinct count311
Unique (%)10.1%
Missing (%)35.7%
Missing (n)1094
Infinite (%)0.0%
Infinite (n)0
Mean2.110678825
Minimum0.18
Maximum101.7
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.18
5-th percentile1.09
Q11.57
Median1.96
Q32.42
95-th percentile3.327
Maximum101.7
Range101.52
Interquartile range0.85

Descriptive statistics

Standard deviation2.405081237
Coef of variation1.139482336
Kurtosis1493.828183
Mean2.110678825
MAD0.622184159
Skewness36.32948988
Sum4166.48
Variance5.784415758
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.6 66 2.2%
 
1.8 66 2.2%
 
1.5 57 1.9%
 
1.7 57 1.9%
 
1.4 53 1.7%
 
2 51 1.7%
 
2.3 46 1.5%
 
1.9 45 1.5%
 
2.2 44 1.4%
 
2.1 43 1.4%
 
Other values (300) 1446 47.1%
 
(Missing) 1094 35.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0.18 1 < 0.1%
 
0.3 1 < 0.1%
 
0.38 1 < 0.1%
 
0.4 1 < 0.1%
 
0.48 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
101.7 1 < 0.1%
 
21.45 1 < 0.1%
 
8.95 1 < 0.1%
 
7.6 1 < 0.1%
 
7.51 1 < 0.1%
 

LAB1311
Numeric

Distinct count77
Unique (%)2.5%
Missing (%)35.7%
Missing (n)1094
Infinite (%)0.0%
Infinite (n)0
Mean0.3735663627
Minimum0.1
Maximum3.34
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.1
5-th percentile0.2
Q10.29
Median0.35
Q30.43
95-th percentile0.6
Maximum3.34
Range3.24
Interquartile range0.14

Descriptive statistics

Standard deviation0.1613156954
Coef of variation0.4318260729
Kurtosis83.34208211
Mean0.3735663627
MAD0.1073016284
Skewness5.583860305
Sum737.42
Variance0.02602275358
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.3 284 9.3%
 
0.4 276 9.0%
 
0.5 147 4.8%
 
0.2 108 3.5%
 
0.6 62 2.0%
 
0.31 50 1.6%
 
0.28 49 1.6%
 
0.23 46 1.5%
 
0.27 43 1.4%
 
0.26 42 1.4%
 
Other values (66) 867 28.3%
 
(Missing) 1094 35.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0.1 3 0.1%
 
0.12 5 0.2%
 
0.13 2 0.1%
 
0.14 6 0.2%
 
0.15 10 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
3.34 1 < 0.1%
 
2.76 1 < 0.1%
 
1.48 1 < 0.1%
 
1.3 1 < 0.1%
 
1.14 1 < 0.1%
 

LAB1313
Numeric

Distinct count73
Unique (%)2.4%
Missing (%)35.7%
Missing (n)1094
Infinite (%)0.0%
Infinite (n)0
Mean0.1729685917
Minimum0
Maximum2.49
Zeros (%)2.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.03
Q10.1
Median0.13
Q30.21
95-th percentile0.4
Maximum2.49
Range2.49
Interquartile range0.11

Descriptive statistics

Standard deviation0.1374557092
Coef of variation0.7946859478
Kurtosis47.89856442
Mean0.1729685917
MAD0.09530059979
Skewness4.055323234
Sum341.44
Variance0.018894072
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.1 382 12.5%
 
0.2 249 8.1%
 
0.3 106 3.5%
 
0 72 2.3%
 
0.13 64 2.1%
 
0.12 63 2.1%
 
0.06 60 2.0%
 
0.09 60 2.0%
 
0.08 57 1.9%
 
0.11 57 1.9%
 
Other values (62) 804 26.2%
 
(Missing) 1094 35.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 72 2.3%
 
0.01 10 0.3%
 
0.02 16 0.5%
 
0.03 27 0.9%
 
0.04 41 1.3%
 

Maximum 5 values

ValueCountFrequency (%) 
2.49 1 < 0.1%
 
1.6 1 < 0.1%
 
0.9 1 < 0.1%
 
0.82 1 < 0.1%
 
0.81 1 < 0.1%
 

LAB1314
Numeric

Distinct count93
Unique (%)3.0%
Missing (%)35.6%
Missing (n)1093
Infinite (%)0.0%
Infinite (n)0
Mean14.11878481
Minimum7.9
Maximum19.5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum7.9
5-th percentile11.7
Q113.2
Median14.1
Q315.1
95-th percentile16.4
Maximum19.5
Range11.6
Interquartile range1.9

Descriptive statistics

Standard deviation1.453436881
Coef of variation0.1029434827
Kurtosis0.4766836174
Mean14.11878481
MAD1.150167986
Skewness-0.1785876064
Sum27884.6
Variance2.112478766
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
13.4 70 2.3%
 
14.4 64 2.1%
 
14.2 59 1.9%
 
13.7 56 1.8%
 
14 56 1.8%
 
14.6 55 1.8%
 
13.8 55 1.8%
 
13.2 55 1.8%
 
14.9 53 1.7%
 
14.5 53 1.7%
 
Other values (82) 1399 45.6%
 
(Missing) 1093 35.6%
 

Minimum 5 values

ValueCountFrequency (%) 
7.9 1 < 0.1%
 
8.1 1 < 0.1%
 
8.7 2 0.1%
 
9 1 < 0.1%
 
9.2 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
19.5 1 < 0.1%
 
18.9 1 < 0.1%
 
18.7 1 < 0.1%
 
18.6 1 < 0.1%
 
18.5 2 0.1%
 

LAB1316
Highly correlated

This variable is highly correlated with LAB1309 and should be ignored for analysis

Correlation0.9176046932

LAB2404
Numeric

Distinct count78
Unique (%)2.5%
Missing (%)37.1%
Missing (n)1137
Infinite (%)0.0%
Infinite (n)0
Mean23.83013982
Minimum4
Maximum172
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4
5-th percentile14
Q119
Median22
Q326
95-th percentile38
Maximum172
Range168
Interquartile range7

Descriptive statistics

Standard deviation11.40893854
Coef of variation0.4787608729
Kurtosis48.54196089
Mean23.83013982
MAD6.037167842
Skewness5.606769345
Sum46016
Variance130.1638787
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
20 159 5.2%
 
21 151 4.9%
 
22 150 4.9%
 
23 138 4.5%
 
19 132 4.3%
 
24 115 3.7%
 
18 106 3.5%
 
25 105 3.4%
 
26 93 3.0%
 
17 84 2.7%
 
Other values (67) 698 22.8%
 
(Missing) 1137 37.1%
 

Minimum 5 values

ValueCountFrequency (%) 
4 1 < 0.1%
 
6 2 0.1%
 
7 3 0.1%
 
8 2 0.1%
 
9 5 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
172 1 < 0.1%
 
150 1 < 0.1%
 
135 1 < 0.1%
 
133 1 < 0.1%
 
128 1 < 0.1%
 

LAB2405
Numeric

Distinct count109
Unique (%)3.6%
Missing (%)37.0%
Missing (n)1136
Infinite (%)0.0%
Infinite (n)0
Mean25.4057971
Minimum1
Maximum318
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile11
Q116
Median21
Q328
95-th percentile51.45
Maximum318
Range317
Interquartile range12

Descriptive statistics

Standard deviation19.26701707
Coef of variation0.7583708943
Kurtosis64.0229775
Mean25.4057971
MAD10.42546584
Skewness6.069911929
Sum49084
Variance371.2179467
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
19 107 3.5%
 
17 105 3.4%
 
18 102 3.3%
 
21 93 3.0%
 
20 93 3.0%
 
23 87 2.8%
 
16 86 2.8%
 
22 84 2.7%
 
13 80 2.6%
 
12 74 2.4%
 
Other values (98) 1021 33.3%
 
(Missing) 1136 37.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 < 0.1%
 
3 1 < 0.1%
 
4 1 < 0.1%
 
5 1 < 0.1%
 
6 5 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
318 1 < 0.1%
 
310 1 < 0.1%
 
170 1 < 0.1%
 
160 2 0.1%
 
159 1 < 0.1%
 

LAB2406
Numeric

Distinct count139
Unique (%)4.5%
Missing (%)42.1%
Missing (n)1292
Infinite (%)0.0%
Infinite (n)0
Mean29.26013514
Minimum2
Maximum1746
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile8
Q113
Median19
Q331
95-th percentile76
Maximum1746
Range1744
Interquartile range18

Descriptive statistics

Standard deviation52.80461897
Coef of variation1.804660803
Kurtosis640.74943
Mean29.26013514
MAD18.92240382
Skewness21.07839724
Sum51966
Variance2788.327785
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
12 82 2.7%
 
15 80 2.6%
 
14 79 2.6%
 
10 76 2.5%
 
11 75 2.4%
 
16 70 2.3%
 
13 68 2.2%
 
19 65 2.1%
 
17 65 2.1%
 
9 59 1.9%
 
Other values (128) 1057 34.5%
 
(Missing) 1292 42.1%
 

Minimum 5 values

ValueCountFrequency (%) 
2 2 0.1%
 
3 5 0.2%
 
4 8 0.3%
 
5 7 0.2%
 
6 20 0.7%
 

Maximum 5 values

ValueCountFrequency (%) 
1746 1 < 0.1%
 
547 1 < 0.1%
 
507 1 < 0.1%
 
377 1 < 0.1%
 
323 1 < 0.1%
 

LAB2407
Numeric

Distinct count27
Unique (%)0.9%
Missing (%)37.7%
Missing (n)1158
Infinite (%)0.0%
Infinite (n)0
Mean0.7083246073
Minimum0.2
Maximum10.5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.3
Q10.5
Median0.6
Q30.8
95-th percentile1.3
Maximum10.5
Range10.3
Interquartile range0.3

Descriptive statistics

Standard deviation0.3775369146
Coef of variation0.5329998573
Kurtosis238.7723489
Mean0.7083246073
MAD0.2242467038
Skewness10.10205898
Sum1352.9
Variance0.1425341219
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%) 
0.6 346 11.3%
 
0.5 327 10.7%
 
0.7 284 9.3%
 
0.4 213 6.9%
 
0.8 201 6.6%
 
0.9 139 4.5%
 
1 103 3.4%
 
0.3 93 3.0%
 
1.1 58 1.9%
 
1.2 43 1.4%
 
Other values (16) 103 3.4%
 
(Missing) 1158 37.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0.2 5 0.2%
 
0.3 93 3.0%
 
0.4 213 6.9%
 
0.5 327 10.7%
 
0.6 346 11.3%
 

Maximum 5 values

ValueCountFrequency (%) 
10.5 1 < 0.1%
 
3.2 1 < 0.1%
 
2.7 1 < 0.1%
 
2.5 1 < 0.1%
 
2.4 1 < 0.1%
 

LAB2419
Numeric

Distinct count315
Unique (%)10.3%
Missing (%)38.7%
Missing (n)1187
Infinite (%)0.0%
Infinite (n)0
Mean337.0861244
Minimum104
Maximum1230
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum104
5-th percentile249
Q1292
Median327
Q3371
95-th percentile450
Maximum1230
Range1126
Interquartile range79

Descriptive statistics

Standard deviation75.00189376
Coef of variation0.2225006855
Kurtosis27.63298745
Mean337.0861244
MAD51.01350956
Skewness3.225660592
Sum634059
Variance5625.284068
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
308 23 0.7%
 
314 19 0.6%
 
298 19 0.6%
 
338 19 0.6%
 
303 18 0.6%
 
295 18 0.6%
 
320 17 0.6%
 
284 17 0.6%
 
334 17 0.6%
 
311 16 0.5%
 
Other values (304) 1698 55.3%
 
(Missing) 1187 38.7%
 

Minimum 5 values

ValueCountFrequency (%) 
104 1 < 0.1%
 
151 1 < 0.1%
 
172 1 < 0.1%
 
176 1 < 0.1%
 
180 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1230 1 < 0.1%
 
1202 1 < 0.1%
 
1072 1 < 0.1%
 
813 1 < 0.1%
 
771 1 < 0.1%
 

LAB2422
Numeric

Distinct count146
Unique (%)4.8%
Missing (%)35.7%
Missing (n)1094
Infinite (%)0.0%
Infinite (n)0
Mean101.8622087
Minimum64
Maximum416
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum64
5-th percentile78
Q187
Median95
Q3106
95-th percentile147.35
Maximum416
Range352
Interquartile range19

Descriptive statistics

Standard deviation30.48789379
Coef of variation0.2993052495
Kurtosis33.24887727
Mean101.8622087
MAD16.64389957
Skewness4.781957935
Sum201076
Variance929.5116679
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
92 85 2.8%
 
88 71 2.3%
 
86 68 2.2%
 
93 62 2.0%
 
94 62 2.0%
 
95 61 2.0%
 
87 61 2.0%
 
89 61 2.0%
 
91 59 1.9%
 
96 58 1.9%
 
Other values (135) 1326 43.2%
 
(Missing) 1094 35.7%
 

Minimum 5 values

ValueCountFrequency (%) 
64 3 0.1%
 
65 1 < 0.1%
 
66 1 < 0.1%
 
67 5 0.2%
 
69 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
416 1 < 0.1%
 
412 1 < 0.1%
 
402 1 < 0.1%
 
382 1 < 0.1%
 
352 1 < 0.1%
 

LAB2467
Numeric

Distinct count129
Unique (%)4.2%
Missing (%)35.6%
Missing (n)1093
Infinite (%)0.0%
Infinite (n)0
Mean0.963756962
Minimum0.3
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.3
5-th percentile0.64
Q10.8
Median0.9
Q31.08
95-th percentile1.343
Maximum10
Range9.7
Interquartile range0.28

Descriptive statistics

Standard deviation0.4233030508
Coef of variation0.4392217825
Kurtosis217.8911583
Mean0.963756962
MAD0.1913182836
Skewness12.33081532
Sum1903.42
Variance0.1791854728
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.9 206 6.7%
 
1 180 5.9%
 
1.1 147 4.8%
 
0.8 135 4.4%
 
1.2 98 3.2%
 
0.7 68 2.2%
 
1.3 49 1.6%
 
0.84 33 1.1%
 
0.82 30 1.0%
 
0.93 30 1.0%
 
Other values (118) 999 32.6%
 
(Missing) 1093 35.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0.3 1 < 0.1%
 
0.42 1 < 0.1%
 
0.47 1 < 0.1%
 
0.49 3 0.1%
 
0.5 7 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
10 1 < 0.1%
 
8.8 1 < 0.1%
 
7.5 1 < 0.1%
 
6.39 1 < 0.1%
 
6.2 1 < 0.1%
 

LAB2469
Numeric

Distinct count216
Unique (%)7.0%
Missing (%)37.3%
Missing (n)1144
Infinite (%)0.0%
Infinite (n)0
Mean207.9178794
Minimum75
Maximum377
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum75
5-th percentile146
Q1181
Median205
Q3233
95-th percentile277
Maximum377
Range302
Interquartile range52

Descriptive statistics

Standard deviation40.30774121
Coef of variation0.1938637568
Kurtosis0.5579680323
Mean207.9178794
MAD31.68040638
Skewness0.4128060352
Sum400034
Variance1624.714002
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
199 29 0.9%
 
186 27 0.9%
 
225 27 0.9%
 
194 27 0.9%
 
181 26 0.8%
 
190 25 0.8%
 
211 25 0.8%
 
178 24 0.8%
 
204 24 0.8%
 
202 23 0.7%
 
Other values (205) 1667 54.3%
 
(Missing) 1144 37.3%
 

Minimum 5 values

ValueCountFrequency (%) 
75 1 < 0.1%
 
87 1 < 0.1%
 
102 1 < 0.1%
 
103 1 < 0.1%
 
105 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
377 1 < 0.1%
 
374 1 < 0.1%
 
364 1 < 0.1%
 
356 1 < 0.1%
 
354 1 < 0.1%
 

LAB2476
Numeric

Distinct count278
Unique (%)9.1%
Missing (%)37.5%
Missing (n)1149
Infinite (%)0.0%
Infinite (n)0
Mean111.5700886
Minimum26
Maximum1942
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum26
5-th percentile43
Q166
Median92
Q3129
95-th percentile237
Maximum1942
Range1916
Interquartile range63

Descriptive statistics

Standard deviation87.52482837
Coef of variation0.7844829154
Kurtosis121.3459862
Mean111.5700886
MAD49.64686966
Skewness7.645088982
Sum214103
Variance7660.59558
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
62 29 0.9%
 
67 29 0.9%
 
66 28 0.9%
 
69 27 0.9%
 
61 25 0.8%
 
91 24 0.8%
 
77 24 0.8%
 
94 24 0.8%
 
82 23 0.7%
 
52 22 0.7%
 
Other values (267) 1664 54.2%
 
(Missing) 1149 37.5%
 

Minimum 5 values

ValueCountFrequency (%) 
26 2 0.1%
 
27 2 0.1%
 
29 4 0.1%
 
30 1 < 0.1%
 
31 5 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
1942 1 < 0.1%
 
1278 1 < 0.1%
 
735 1 < 0.1%
 
677 1 < 0.1%
 
634 1 < 0.1%
 

LAB2498
Numeric

Distinct count36
Unique (%)1.2%
Missing (%)37.5%
Missing (n)1152
Infinite (%)0.0%
Infinite (n)0
Mean72.64352818
Minimum54
Maximum94
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum54
5-th percentile65
Q170
Median73
Q376
95-th percentile80
Maximum94
Range40
Interquartile range6

Descriptive statistics

Standard deviation4.542203014
Coef of variation0.06252729084
Kurtosis0.6295352173
Mean72.64352818
MAD3.563132788
Skewness0.1570894411
Sum139185
Variance20.63160822
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=36)
ValueCountFrequency (%) 
73 191 6.2%
 
74 172 5.6%
 
70 162 5.3%
 
71 159 5.2%
 
72 158 5.1%
 
75 141 4.6%
 
76 127 4.1%
 
69 118 3.8%
 
77 101 3.3%
 
68 100 3.3%
 
Other values (25) 487 15.9%
 
(Missing) 1152 37.5%
 

Minimum 5 values

ValueCountFrequency (%) 
54 1 < 0.1%
 
55 1 < 0.1%
 
58 1 < 0.1%
 
59 1 < 0.1%
 
60 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94 1 < 0.1%
 
93 1 < 0.1%
 
88 1 < 0.1%
 
87 4 0.1%
 
86 5 0.2%
 

LAB2544
Numeric

Distinct count67
Unique (%)2.2%
Missing (%)42.3%
Missing (n)1299
Infinite (%)0.0%
Infinite (n)0
Mean1.931260599
Minimum0.1
Maximum42.4
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.1
5-th percentile1.1
Q11.4
Median1.7
Q32.1
95-th percentile3.2
Maximum42.4
Range42.3
Interquartile range0.7

Descriptive statistics

Standard deviation1.738290054
Coef of variation0.9000805251
Kurtosis334.9023781
Mean1.931260599
MAD0.6079425161
Skewness16.1781863
Sum3416.4
Variance3.021652313
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.6 172 5.6%
 
1.5 147 4.8%
 
1.8 144 4.7%
 
1.4 135 4.4%
 
1.7 127 4.1%
 
2 116 3.8%
 
1.3 112 3.7%
 
1.2 103 3.4%
 
1.9 94 3.1%
 
1.1 76 2.5%
 
Other values (56) 543 17.7%
 
(Missing) 1299 42.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0.1 1 < 0.1%
 
0.4 1 < 0.1%
 
0.5 1 < 0.1%
 
0.6 1 < 0.1%
 
0.7 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
42.4 1 < 0.1%
 
40.4 1 < 0.1%
 
26.2 1 < 0.1%
 
23 1 < 0.1%
 
11.4 1 < 0.1%
 

LAB2679
Numeric

Distinct count63
Unique (%)2.1%
Missing (%)41.4%
Missing (n)1270
Infinite (%)0.0%
Infinite (n)0
Mean0.1024026696
Minimum0
Maximum9.54
Zeros (%)1.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.02
Q10.05
Median0.07
Q30.1
95-th percentile0.17
Maximum9.54
Range9.54
Interquartile range0.05

Descriptive statistics

Standard deviation0.3706045089
Coef of variation3.619090305
Kurtosis483.0544361
Mean0.1024026696
MAD0.06873037772
Skewness20.84100019
Sum184.12
Variance0.137347702
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.06 240 7.8%
 
0.07 193 6.3%
 
0.05 192 6.3%
 
0.08 177 5.8%
 
0.04 143 4.7%
 
0.09 132 4.3%
 
0.1 103 3.4%
 
0.03 97 3.2%
 
0.11 81 2.6%
 
0.02 78 2.5%
 
Other values (52) 362 11.8%
 
(Missing) 1270 41.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 42 1.4%
 
0.01 30 1.0%
 
0.02 78 2.5%
 
0.03 97 3.2%
 
0.04 143 4.7%
 

Maximum 5 values

ValueCountFrequency (%) 
9.54 1 < 0.1%
 
9.04 1 < 0.1%
 
6.79 1 < 0.1%
 
2.89 1 < 0.1%
 
2.15 1 < 0.1%
 

LAB4176
Numeric

Distinct count156
Unique (%)5.1%
Missing (%)45.3%
Missing (n)1391
Infinite (%)0.0%
Infinite (n)0
Mean7.603458557
Minimum1.5
Maximum105
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1.5
5-th percentile4.4
Q15.9
Median6.9
Q38.4
95-th percentile12
Maximum105
Range103.5
Interquartile range2.5

Descriptive statistics

Standard deviation4.170898722
Coef of variation0.5485528316
Kurtosis221.0828458
Mean7.603458557
MAD2.023914414
Skewness11.39806347
Sum12751
Variance17.39639615
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
6.9 46 1.5%
 
5.9 44 1.4%
 
6.6 43 1.4%
 
6.4 42 1.4%
 
6 42 1.4%
 
7 41 1.3%
 
6.5 41 1.3%
 
6.1 40 1.3%
 
6.7 37 1.2%
 
6.3 37 1.2%
 
Other values (145) 1264 41.2%
 
(Missing) 1391 45.3%
 

Minimum 5 values

ValueCountFrequency (%) 
1.5 2 0.1%
 
1.9 1 < 0.1%
 
2.1 2 0.1%
 
2.2 1 < 0.1%
 
2.3 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
105 1 < 0.1%
 
73.4 1 < 0.1%
 
40.7 1 < 0.1%
 
40.3 1 < 0.1%
 
35.9 1 < 0.1%
 

LABGF_filtrat_glomerular
Numeric

Distinct count1699
Unique (%)55.4%
Missing (%)44.6%
Missing (n)1367
Infinite (%)0.0%
Infinite (n)0
Mean81.73520389
Minimum5.461407869
Maximum234.4461092
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum5.461407869
5-th percentile53.88998154
Q168.81167985
Median80.02415301
Q392.35127866
95-th percentile115.7363594
Maximum234.4461092
Range228.9847014
Interquartile range23.53959881

Descriptive statistics

Standard deviation20.05153063
Coef of variation0.2453230637
Kurtosis4.343407689
Mean81.73520389
MAD14.99892883
Skewness0.9426432245
Sum139031.5818
Variance402.0638807
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
70.7408643 2 0.1%
 
92.26968071 2 0.1%
 
58.31520377 2 0.1%
 
113.1128712 1 < 0.1%
 
87.73716286 1 < 0.1%
 
73.99470341 1 < 0.1%
 
100.982807 1 < 0.1%
 
97.76092271 1 < 0.1%
 
90.19080879 1 < 0.1%
 
57.57378764 1 < 0.1%
 
Other values (1688) 1688 55.0%
 
(Missing) 1367 44.6%
 

Minimum 5 values

ValueCountFrequency (%) 
5.461407869 1 < 0.1%
 
7.29656491 1 < 0.1%
 
9.086138656 1 < 0.1%
 
29.68677271 1 < 0.1%
 
29.74823934 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
234.4461092 1 < 0.1%
 
204.8764707 1 < 0.1%
 
202.3704853 1 < 0.1%
 
177.4112783 1 < 0.1%
 
170.655685 1 < 0.1%
 

limfocits_per_monocits
Numeric

Distinct count1058
Unique (%)34.5%
Missing (%)35.7%
Missing (n)1094
Infinite (%)0.0%
Infinite (n)0
Mean6.119895574
Minimum0.4864864865
Maximum169.5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.4864864865
5-th percentile2.686177347
Q14.328231293
Median5.666666667
Q37.362012987
95-th percentile10.25
Maximum169.5
Range169.0135135
Interquartile range3.033781694

Descriptive statistics

Standard deviation4.548569594
Coef of variation0.7432430078
Kurtosis847.7601072
Mean6.119895574
MAD2.011297313
Skewness24.11121324
Sum12080.67386
Variance20.68948535
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
6 52 1.7%
 
4 45 1.5%
 
5 44 1.4%
 
7 36 1.2%
 
5.333333333 27 0.9%
 
4.5 26 0.8%
 
5.5 26 0.8%
 
3 25 0.8%
 
3.5 24 0.8%
 
8 24 0.8%
 
Other values (1047) 1645 53.6%
 
(Missing) 1094 35.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0.4864864865 1 < 0.1%
 
0.5898203593 1 < 0.1%
 
0.6884057971 1 < 0.1%
 
0.7971014493 1 < 0.1%
 
0.9239130435 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
169.5 1 < 0.1%
 
48.75 1 < 0.1%
 
24.85714286 1 < 0.1%
 
22 1 < 0.1%
 
19.94444444 1 < 0.1%
 

MC1R
Boolean

Distinct count3
Unique (%)0.1%
Missing (%)50.5%
Missing (n)1549
0
1033
1
486
(Missing)
1549
ValueCountFrequency (%) 
0 1033 33.7%
 
1 486 15.8%
 
(Missing) 1549 50.5%
 

months_survival
Numeric

Distinct count255
Unique (%)8.3%
Missing (%)30.0%
Missing (n)920
Infinite (%)0.0%
Infinite (n)0
Mean96.24208566
Minimum0
Maximum253
Zeros (%)0.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile9
Q144
Median82
Q3139.25
95-th percentile225.65
Maximum253
Range253
Interquartile range95.25

Descriptive statistics

Standard deviation65.76095408
Coef of variation0.6832868763
Kurtosis-0.598132388
Mean96.24208566
MAD54.63495729
Skewness0.6143969156
Sum206728
Variance4324.503081
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 26 0.8%
 
42 25 0.8%
 
71 23 0.7%
 
69 20 0.7%
 
33 20 0.7%
 
90 20 0.7%
 
44 19 0.6%
 
27 19 0.6%
 
49 19 0.6%
 
61 18 0.6%
 
Other values (244) 1939 63.2%
 
(Missing) 920 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 26 0.8%
 
1 8 0.3%
 
2 11 0.4%
 
3 6 0.2%
 
4 4 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
253 1 < 0.1%
 
252 1 < 0.1%
 
251 2 0.1%
 
250 2 0.1%
 
249 4 0.1%
 

neutrofils_per_limfocits
Numeric

Distinct count1418
Unique (%)46.2%
Missing (%)35.7%
Missing (n)1094
Infinite (%)0.0%
Infinite (n)0
Mean2.458991857
Minimum0.03899721448
Maximum42.16666667
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.03899721448
5-th percentile1.09859944
Q11.607531056
Median2.120606061
Q32.797598138
95-th percentile4.714692218
Maximum42.16666667
Range42.12766945
Interquartile range1.190067082

Descriptive statistics

Standard deviation1.805654882
Coef of variation0.7343069792
Kurtosis152.0119042
Mean2.458991857
MAD0.9340089441
Skewness9.181500968
Sum4854.049925
Variance3.260389554
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2 25 0.8%
 
1.5 15 0.5%
 
2.5 13 0.4%
 
2.333333333 9 0.3%
 
2.2 8 0.3%
 
2.222222222 8 0.3%
 
1.666666667 8 0.3%
 
1.428571429 8 0.3%
 
4 8 0.3%
 
1.875 8 0.3%
 
Other values (1407) 1864 60.8%
 
(Missing) 1094 35.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0.03899721448 1 < 0.1%
 
0.08554572271 1 < 0.1%
 
0.2051282051 1 < 0.1%
 
0.3652968037 1 < 0.1%
 
0.4315789474 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
42.16666667 1 < 0.1%
 
24.79166667 1 < 0.1%
 
23.26315789 1 < 0.1%
 
21.66666667 1 < 0.1%
 
18.66666667 1 < 0.1%
 

patient_eye_color
Categorical

Distinct count6
Unique (%)0.2%
Missing (%)16.2%
Missing (n)497
brown
1477
green
512
blue
489
Other values (2)
 
93
(Missing)
497
ValueCountFrequency (%) 
brown 1477 48.1%
 
green 512 16.7%
 
blue 489 15.9%
 
black 59 1.9%
 
other 34 1.1%
 
(Missing) 497 16.2%
 
Max length5
Mean length4.516623207
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

patient_gender
Categorical

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
female
1594
male
1474
ValueCountFrequency (%) 
female 1594 52.0%
 
male 1474 48.0%
 
Max length6
Mean length5.039113429
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

patient_hair_color
Categorical

Distinct count6
Unique (%)0.2%
Missing (%)16.3%
Missing (n)500
brown
1692
blond
536
black
 
241
Other values (2)
 
99
(Missing)
500
ValueCountFrequency (%) 
brown 1692 55.1%
 
blond 536 17.5%
 
black 241 7.9%
 
red 98 3.2%
 
other 1 < 0.1%
 
(Missing) 500 16.3%
 
Max length5
Mean length4.610169492
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

patient_phototype
Numeric

Distinct count6
Unique (%)0.2%
Missing (%)13.9%
Missing (n)427
Infinite (%)0.0%
Infinite (n)0
Mean2.508140856
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q12
Median2
Q33
95-th percentile4
Maximum5
Range4
Interquartile range1

Descriptive statistics

Standard deviation0.7182878874
Coef of variation0.2863825952
Kurtosis-0.1432687196
Mean2.508140856
MAD0.631879741
Skewness0.3182298573
Sum6624
Variance0.5159374892
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
2 1277 41.6%
 
3 1021 33.3%
 
4 216 7.0%
 
1 123 4.0%
 
5 4 0.1%
 
(Missing) 427 13.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 123 4.0%
 
2 1277 41.6%
 
3 1021 33.3%
 
4 216 7.0%
 
5 4 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 4 0.1%
 
4 216 7.0%
 
3 1021 33.3%
 
2 1277 41.6%
 
1 123 4.0%
 

primary_tumour_location_coded
Categorical

Distinct count8
Unique (%)0.3%
Missing (%)4.6%
Missing (n)141
trunk
1345
lower limbs
611
head and neck
380
Other values (4)
591
ValueCountFrequency (%) 
trunk 1345 43.8%
 
lower limbs 611 19.9%
 
head and neck 380 12.4%
 
upper limbs 339 11.0%
 
acral 216 7.0%
 
mucosa 34 1.1%
 
other 2 0.1%
 
(Missing) 141 4.6%
 
Max length13
Mean length7.767926988
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

scenario
Categorical

Distinct count5
Unique (%)0.2%
Missing (%)4.1%
Missing (n)127
scenario1
1251
scenario2
1187
scenario3
408
(Missing)
 
127
ValueCountFrequency (%) 
scenario1 1251 40.8%
 
scenario2 1187 38.7%
 
scenario3 408 13.3%
 
scenario4 95 3.1%
 
(Missing) 127 4.1%
 
Max length9
Mean length8.751629726
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

slnb_ldn_location_total
Categorical

Distinct count5
Unique (%)0.2%
Missing (%)83.6%
Missing (n)2566
1
 
468
2
 
30
3
 
3
(Missing)
2566
ValueCountFrequency (%) 
1 468 15.3%
 
2 30 1.0%
 
3 3 0.1%
 
4 1 < 0.1%
 
(Missing) 2566 83.6%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

specific_death
Boolean

Distinct count3
Unique (%)0.1%
Missing (%)30.0%
Missing (n)920
0
1778
1
370
(Missing)
920
ValueCountFrequency (%) 
0 1778 58.0%
 
1 370 12.1%
 
(Missing) 920 30.0%
 

T0_date
Categorical

Distinct count2196
Unique (%)71.6%
Missing (%)0.0%
Missing (n)0
2000-07-07
 
6
2002-01-16
 
6
2008-02-01
 
6
Other values (2193)
3050
ValueCountFrequency (%) 
2000-07-07 6 0.2%
 
2002-01-16 6 0.2%
 
2008-02-01 6 0.2%
 
2012-10-17 5 0.2%
 
2002-06-28 5 0.2%
 
2009-07-15 5 0.2%
 
2011-12-22 5 0.2%
 
1999-06-15 5 0.2%
 
2001-01-01 5 0.2%
 
2008-10-13 5 0.2%
 
Other values (2186) 3015 98.3%
 
Max length10
Mean length10
Min length10
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

total_count_slnb_ldn
Numeric

Distinct count49
Unique (%)1.6%
Missing (%)44.9%
Missing (n)1378
Infinite (%)0.0%
Infinite (n)0
Mean5.757988166
Minimum1
Maximum88
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
Median3
Q36.75
95-th percentile22
Maximum88
Range87
Interquartile range5.75

Descriptive statistics

Standard deviation7.900057226
Coef of variation1.372016927
Kurtosis13.19665418
Mean5.757988166
MAD5.410998214
Skewness2.945217746
Sum9731
Variance62.41090418
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%) 
1 561 18.3%
 
2 263 8.6%
 
3 257 8.4%
 
4 96 3.1%
 
5 49 1.6%
 
6 41 1.3%
 
8 38 1.2%
 
11 37 1.2%
 
9 29 0.9%
 
10 28 0.9%
 
Other values (38) 291 9.5%
 
(Missing) 1378 44.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 561 18.3%
 
2 263 8.6%
 
3 257 8.4%
 
4 96 3.1%
 
5 49 1.6%
 

Maximum 5 values

ValueCountFrequency (%) 
88 1 < 0.1%
 
57 1 < 0.1%
 
54 1 < 0.1%
 
49 1 < 0.1%
 
47 2 0.1%
 

total_positives_slnb_ldn
Numeric

Distinct count20
Unique (%)0.7%
Missing (%)44.9%
Missing (n)1378
Infinite (%)0.0%
Infinite (n)0
Mean0.6526627219
Minimum0
Maximum31
Zeros (%)38.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum31
Range31
Interquartile range1

Descriptive statistics

Standard deviation1.847519743
Coef of variation2.830741945
Kurtosis90.51476048
Mean0.6526627219
MAD0.9168173383
Skewness7.912271168
Sum1103
Variance3.413329199
Memory size24.1 KiB
Histogram
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0 1187 38.7%
 
1 283 9.2%
 
2 111 3.6%
 
3 49 1.6%
 
4 24 0.8%
 
5 9 0.3%
 
7 5 0.2%
 
6 5 0.2%
 
8 4 0.1%
 
10 2 0.1%
 
Other values (9) 11 0.4%
 
(Missing) 1378 44.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1187 38.7%
 
1 283 9.2%
 
2 111 3.6%
 
3 49 1.6%
 
4 24 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
31 1 < 0.1%
 
24 1 < 0.1%
 
21 2 0.1%
 
19 1 < 0.1%
 
17 1 < 0.1%
 

visceral_metastasis_location
Categorical

Distinct count7
Unique (%)0.2%
Missing (%)98.6%
Missing (n)3024
multiple
 
15
pulmonary
 
11
hepatic
 
9
Other values (3)
 
9
(Missing)
3024
ValueCountFrequency (%) 
multiple 15 0.5%
 
pulmonary 11 0.4%
 
hepatic 9 0.3%
 
cns 5 0.2%
 
bone 3 0.1%
 
gastrointestinal 1 < 0.1%
 
(Missing) 3024 98.6%
 
Max length16
Mean length3.062907432
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Correlations

Missing values

Sample

First rows

agecount_inv_prec_tumourcount_situ_prec_tumourcutaneous_biopsy_associated_nevuscutaneous_biopsy_breslowcutaneous_biopsy_histological_subtypecutaneous_biopsy_lymphatic_invasioncutaneous_biopsy_mitotic_indexcutaneous_biopsy_neurotropismcutaneous_biopsy_predominant_cell_typecutaneous_biopsy_regressioncutaneous_biopsy_satellitosiscutaneous_biopsy_ulcerationcutaneous_biopsy_vascular_invasiondf_indexIDLAB1300LAB1301LAB1307LAB1309LAB1311LAB1313LAB1314LAB1316LAB2404LAB2405LAB2406LAB2407LAB2419LAB2422LAB2467LAB2469LAB2476LAB2498LAB2544LAB2679LAB4176LABGF_filtrat_glomerularlimfocits_per_monocitsMC1Rmonths_survivalneutrofils_per_limfocitspatient_eye_colorpatient_genderpatient_hair_colorpatient_phototypeprimary_tumour_location_codedscenarioslnb_ldn_location_totalspecific_deathT0_datetotal_count_slnb_ldntotal_positives_slnb_ldnvisceral_metastasis_location
064.2513660.00.0absent0.90superficial_spreadingabsent0.0absentNaNextensiveabsentabsentabsent0ID26.60260.04.21.840.190.2813.40.0221.022.017.00.4308.095.00.80320.072.065.01.60.127.076.6921459.684211NaN179.02.282609brownfemalebrown2.0trunkscenario2NaN0.02004-03-021.00.0NaN
144.6136990.00.0absent3.75superficial_spreadingNaNNaNNaNepitheloidpartialNaNpresentNaN1ID4NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.0127.0NaNgreenmalered2.0trunkscenario31.00.02006-09-1316.02.0NaN
235.9561640.00.0absent0.50superficial_spreadingabsent0.0absentepitheloidpartialabsentabsentabsent2ID69.64149.06.52.300.500.2013.40.0022.014.012.00.7477.081.00.76172.053.073.01.80.046.291.5452834.6000000.067.02.826087brownfemalebrown2.0trunkscenario1NaN0.02013-02-13NaNNaNNaN
333.3479450.00.0NaN0.50spitzoidabsent2.0absentepitheloidabsentabsentabsentNaN3ID910.08280.05.92.900.600.4013.60.0019.018.08.00.4382.090.01.05193.051.071.01.70.086.664.0149454.8333330.0111.02.034483bluefemalebrown3.0lower limbsscenario1NaN0.02009-10-06NaNNaNNaN
432.0602740.00.0NaN0.60superficial_spreadingabsent0.0absentepitheloidpartialabsentabsentNaN4ID176.81283.04.02.000.400.2012.60.0021.013.06.01.0298.0100.00.80208.056.071.01.30.094.888.3160545.0000000.0118.02.000000brownfemalebrown2.0lower limbsscenario1NaN0.02009-03-23NaNNaNNaN
563.2459020.00.0present1.20nodularabsent0.0absentotherpartialabsentabsentabsent5ID203.73193.02.80.600.200.1012.90.0025.031.039.01.6334.0103.00.62243.0151.066.02.50.075.9103.2493353.0000000.045.04.666667brownfemaleblond2.0trunkscenario2NaN0.02015-06-305.00.0NaN
654.754098NaNNaNabsent0.80superficial_spreadingabsent0.0absentsmall_cellNaNabsentabsentabsent6ID505.90253.04.01.330.320.0813.80.0418.018.022.00.6242.0127.00.70157.049.070.00.10.09NaNNaN4.156250NaN123.03.007519brownmalebrown2.0trunkscenario1NaN1.02000-07-03NaNNaNNaN
781.561644NaNNaNNaN0.50lentiginous_malignantNaNNaNNaNepitheloidextensiveNaNabsentNaN7ID87NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.0115.0NaNbrownmalebrown2.0upper limbsscenario1NaN0.02007-05-25NaNNaNNaN
821.8575340.00.0present0.30superficial_spreadingNaNNaNNaNepitheloidpartialNaNabsentNaN8ID1257.70224.04.32.330.660.2215.30.0323.036.026.00.9298.084.01.20176.0130.067.01.10.0112.780.5747103.5303030.0210.01.845494brownmaleblond2.0trunkscenario1NaN0.02001-07-11NaNNaNNaN
970.9424660.00.0absent0.80superficial_spreadingNaN0.0absentfusocellularpartialabsentabsentNaN9ID1682.50169.01.40.650.310.0412.70.0330.046.027.00.5406.087.00.80178.078.065.02.10.11NaN75.1652372.096774NaN152.02.153846brownfemalebrown4.0lower limbsscenario2NaN0.01999-02-081.00.0NaN

Last rows

agecount_inv_prec_tumourcount_situ_prec_tumourcutaneous_biopsy_associated_nevuscutaneous_biopsy_breslowcutaneous_biopsy_histological_subtypecutaneous_biopsy_lymphatic_invasioncutaneous_biopsy_mitotic_indexcutaneous_biopsy_neurotropismcutaneous_biopsy_predominant_cell_typecutaneous_biopsy_regressioncutaneous_biopsy_satellitosiscutaneous_biopsy_ulcerationcutaneous_biopsy_vascular_invasiondf_indexIDLAB1300LAB1301LAB1307LAB1309LAB1311LAB1313LAB1314LAB1316LAB2404LAB2405LAB2406LAB2407LAB2419LAB2422LAB2467LAB2469LAB2476LAB2498LAB2544LAB2679LAB4176LABGF_filtrat_glomerularlimfocits_per_monocitsMC1Rmonths_survivalneutrofils_per_limfocitspatient_eye_colorpatient_genderpatient_hair_colorpatient_phototypeprimary_tumour_location_codedscenarioslnb_ldn_location_totalspecific_deathT0_datetotal_count_slnb_ldntotal_positives_slnb_ldnvisceral_metastasis_location
305849.7095890.00.0NaN1.10nodularNaN0.0NaNNaNextensiveNaNabsentNaN910ID12386NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNgreenfemalebrown3.0lower limbsscenario2NaNNaN2014-09-172.00.0NaN
305971.0657530.00.0absent1.81superficial_spreadingNaN9.0NaNNaNabsentNaNabsentNaN911ID12685NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNfemaleNaNNaNtrunkscenario2NaNNaN2014-06-252.00.0NaN
306041.3743170.00.0NaN0.90superficial_spreadingNaNNaNNaNNaNNaNNaNNaNNaN912ID12749NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNbrownmaleblond3.0trunkscenario1NaNNaN2015-09-15NaNNaNNaN
306187.0657530.00.0absent2.05lentiginous_malignantabsent1.0absentfusocellularpartialabsentabsentabsent913ID13993NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNgreenmaleblond2.0head and neckscenario1NaNNaN2014-07-25NaNNaNNaN
306277.5369860.00.0NaN0.70NaNNaNNaNNaNNaNNaNNaNNaNNaN914ID14434NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNgreenmalebrown2.0trunkscenario1NaNNaN2015-06-15NaNNaNNaN
306356.8032790.00.0absent1.75superficial_spreadingabsent5.0absentepitheloidNaNabsentNaNabsent915ID14464NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNblackfemalebrown3.0lower limbsscenario2NaNNaN2012-05-211.00.0NaN
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